{"id":"W2025666719","doi":"10.1145/1970406.1970410","title":"Iris","year":2011,"lang":"en","type":"article","venue":"ACM Journal on Emerging Technologies in Computing Systems","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Computing and Communication Foundations; Ministère de l'Économie, de la Science et de l'Innovation - Québec","keywords":"Computer science; Multicast; Throughput; Scalability; Computer network; Computer architecture; Embedded system; Wireless; Telecommunications","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004896846,0.0001787283,0.0002729533,0.0003515464,0.0000953593,0.00005225309,0.0009916738,0.0001628305,0.000007543543],"category_scores_gemma":[0.0003594951,0.0001515861,0.00005930667,0.0003533537,0.00005510001,0.00009569536,0.0001868572,0.0008015101,0.00004363256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607766,"about_ca_system_score_gemma":0.00001063897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001358378,"about_ca_topic_score_gemma":0.000001445726,"domain_scores_codex":[0.9987355,0.00002802747,0.0004708274,0.0001559436,0.0001855028,0.0004241985],"domain_scores_gemma":[0.9992395,0.0001433736,0.00008956971,0.000458446,0.00003057956,0.00003850525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001008248,0.0004993639,0.07261562,0.001236429,0.0008363688,0.003068288,0.007613744,0.3611822,0.003747584,0.1104606,0.01999415,0.4186448],"study_design_scores_gemma":[0.001472486,0.0005227966,0.006658186,0.003891126,0.0000402558,0.001303171,0.01097028,0.9097274,0.006847498,0.01939791,0.03753048,0.001638408],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529002,0.004429136,0.00945358,0.0002158883,0.003856135,0.0001694996,0.000001009901,0.00339292,0.02558167],"genre_scores_gemma":[0.9934895,0.0002936341,0.006088876,0.00001560573,0.00006860703,0.000003242161,1.823747e-7,0.00002683024,0.00001354163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5485452,"threshold_uncertainty_score":0.6181503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103321489492509,"score_gpt":0.253713980073365,"score_spread":0.22268076517844,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}